Performance comparison of pcanet-based deep learning techniques for palmprint recognition

N Mukahar - 2023 IEEE International Conference on Applied …, 2023 - ieeexplore.ieee.org
Palmprint recognition is one the hand-based biometric technology that utilizes the unique
patterns of palmprint image for recognition or identification tasks. The recognition accuracy …

Mobilenet convolutional neural networks and support vector machines for palmprint recognition

A Michele, V Colin, DD Santika - Procedia Computer Science, 2019 - Elsevier
Due to the ease of handling with low resolution images, low cost hardware and high
recognition accuracy, palmprint recognition has been attracting in the recent years. Many …

Palmprint recognition based on deep learning

ZDP Xin, P Xin, L Xiaoling, G Xiaojing - 2015 - IET
Deep learning method has been considered as a breakthrough in computer vision,
successfully aplied in many domains, including biometrics. Palmprint recognition has been …

Contactless Palmprint Recognition System Using ICANet-Based Deep Features

A Fares, A Meraoumia, AF Megri - 2022 7th International …, 2022 - ieeexplore.ieee.org
Feature extraction is an important task in image-based pattern recognition applications due
to a large amount of different features existing in the image and its multiple application …

PalmPrint Recognition using Deep Convolutional Neural Networks

S Younus, EO Abdulali, KA Bozed… - 2022 IEEE 2nd …, 2022 - ieeexplore.ieee.org
Palmprint recognition system is gaining popularity in the biometrics research field, and it is
considered as one of the most essential behavioral aspects of biometrics. The proposed …

[PDF][PDF] Palmprint recognition based on deep convolutional neural networks

X Dong, L Mei, J Zhang - 2018 2nd International …, 2018 - pdfs.semanticscholar.org
Palmprint recognition, as one of the current biometric technologies, has received extensive
attention and research. There are difficulties in the traditional artificially defined feature when …

SYEnet: Simple yet effective network for palmprint recognition

S Ma, Q Hu, S Zhao, S Chen, L Jiang - Information Sciences, 2024 - Elsevier
Palmprint recognition techniques have been widely applied in security authentication. As a
typical image processing method, convolutional neural network (CNN) has been applied to …

EEPNet: An efficient and effective convolutional neural network for palmprint recognition

W Jia, Q Ren, Y Zhao, S Li, H Min, Y Chen - Pattern Recognition Letters, 2022 - Elsevier
Palmprint recognition is an important biometrics technology. In recent years, a lot of
palmprint recognition methods based on convolution neural networks (CNNs) have been …

[PDF][PDF] Palmprint recognition based on edge detection features and convolutional neural network

I Putra, D Witarsyah, M Saputra… - International Journal on …, 2021 - simdos.unud.ac.id
Research on biometric technology get much attention from researchers who interest in the
recognition system. One of the biometric objects that will continue to be developed is the …

[PDF][PDF] Machine learning algorithms based palmprint biometric identification

M Naveen, KJ Neethumol, PM Mathew… - Int J Eng Res Technol …, 2021 - academia.edu
Biometrics have gained popularity over the last decade and palmprint have rich and unique
features which makes it a reliable biometric identification methodology. There are many …